Methods for genomics data analysis
Materials from class on Monday, March 15, 2021
Slides
Differential expression methods
Design_matrices.pdf, DEG_ttest.R, expression.csv.gz, volcano.R
Code examples
batch_sva_combat.R - “Batch effects and confounders”, by Jeff Leek, Source
adjusting_with_linear_models.Rmd - another batch removal demo, Source, with added limma::removeBatchEffect
, see paper for data details
heatmaps.R - demo of scatterplots and heatmaps
permutations.R - permutation test